| Nov 8, 2024 |
Our work Stealthy Backdoor Attack via Confidence-driven Sampling is accepted to TMLR!
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| Oct 21, 2024 |
We preprint a new work A Theoretical Understanding of Chain-of-Thought: Coherent Reasoning and Error-Aware Demonstration!
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| Oct 14, 2024 |
We preprint a new work Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study!
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| Oct 10, 2024 |
One paper(Towards the Effect of Examples on In-Context Learning: A Theoretical Case Study) is accepted to M3L and SFLLM NeruIPS 2024!
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| Oct 1, 2024 |
I will serve as the reviewer for ICLR 2025 and AISTAT 2025.
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| Sep 20, 2024 |
Two papers(
Towards Understanding Jailbreak Attacks in LLMs: A Representation Space Analysis; On the generalization of training-based chatgpt detection methods) accepted to EMNLP 2024!
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| Jun 3, 2024 |
I start a new position as Research Intern at Alibaba Group(US) in Bellevue, WA.
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| May 16, 2024 |
We have two papers(
Exploring Memorization in Fine-tuned Language Models; The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)) accepted to ACL2024!
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| Feb 6, 2024 |
We preprint a paper: Data Poisoning for In-context Learning
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| Feb 6, 2024 |
We preprint a paper: Superiority of Multi-Head Attention in In-Context Linear Regression
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| Feb 5, 2024 |
We release our survey paper about copyright: Copyright Protection in Generative AI: A Technical Perspective
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| Jan 16, 2024 |
Our paper: Sharpness-aware Data Poisoning Attack is accepted as Spotlight (5%) by ICLR2024!
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| Oct 11, 2023 |
We preprint a paper: Exploring Memorization in Fine-tuned Language Models.
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| Oct 10, 2023 |
We preprint a paper: On the Generalization of Training-based ChatGPT Detection Methods.
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| Oct 10, 2023 |
We preprint a paper: FT-Shield: A Watermark Against Unauthorized Fine-tuning in Text-to-Image Diffusion Models.
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| Oct 9, 2023 |
We preprint a paper: Confidence-driven Sampling for Backdoor Attacks.
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| Sep 8, 2023 |
Our paper Analyzing Illegal Psychostimulant Trafficking Networks Using Noisy and Sparse Data is on IISE Transactions now.
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| Jul 22, 2023 |
I will serve as an external reviewer for ICDM 2023.
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| Jul 13, 2023 |
I will serve as the PC member of AAAI’24.
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| May 25, 2023 |
We preprint a paper: DiffusionShield: A Watermark for Copyright Protection against Generative Diffusion Models.
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| May 24, 2023 |
We preprint a paper: Sharpness-aware Data Poisoning Attack.
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| Apr 24, 2023 |
Our paper Probabilistic Categorical Adversarial Attack & Adversarial Training is accepted to ICML2023.
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| Apr 20, 2023 |
Our paper Large sample
spectral analysis of graph-based multi-manifold clustering is accepted to Journal of Machine Learning Research.
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| Dec 29, 2022 |
I will serve as the PC member of KDD’23.
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| Sep 28, 2022 |
We preprint a paper: Probabilistic Categorical Adversarial Attack & Adversarial Training.
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| Aug 15, 2022 |
We hold a lecture-style tutorial about Adversarial Robustness and Poisoning Attacks in the KDD 2022.
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| Aug 10, 2022 |
I will serve as the PC member of AAAI’23.
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| Aug 1, 2022 |
Our paper PROPN: Personalized Probabilistic Strategic Parameter Optimization in Recommendations got accepted to CIKM’22.
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| Jul 14, 2021 |
We preprint a paper: Large sample spectral analysis of graph-based multi-manifold clustering.
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